Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 91659 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.6 MiB |
| Average record size in memory | 247.1 B |
Variable types
| Categorical | 15 |
|---|---|
| Numeric | 12 |
bun_apache is highly overall correlated with creatinine_apache | High correlation |
creatinine_apache is highly overall correlated with bun_apache | High correlation |
gcs_motor_apache is highly overall correlated with intubated_apache and 3 other fields | High correlation |
apache_post_operative is highly overall correlated with elective_surgery | High correlation |
elective_surgery is highly overall correlated with apache_post_operative | High correlation |
cirrhosis is highly overall correlated with hepatic_failure | High correlation |
hepatic_failure is highly overall correlated with cirrhosis | High correlation |
intubated_apache is highly overall correlated with ventilated_apache and 2 other fields | High correlation |
ventilated_apache is highly overall correlated with intubated_apache and 2 other fields | High correlation |
gcs_eyes_apache is highly overall correlated with intubated_apache and 3 other fields | High correlation |
gcs_verbal_apache is highly overall correlated with gcs_eyes_apache and 1 other fields | High correlation |
diabetes_mellitus is highly overall correlated with glucose_apache | High correlation |
glucose_apache is highly overall correlated with diabetes_mellitus | High correlation |
Reproduction
| Analysis started | 2022-12-21 11:10:50.567710 |
|---|---|
| Analysis finished | 2022-12-21 11:12:08.587205 |
| Duration | 1 minute and 18.02 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
hospital_death
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 1 | 7912 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 91659 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 83747 | |
| 1 | 7912 | 8.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 83747 | |
| 1 | 7912 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83747 | |
| 1 | 7912 | 8.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 83747 | |
| 1 | 7912 | 8.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91659 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 83747 | |
| 1 | 7912 | 8.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91659 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 83747 | |
| 1 | 7912 | 8.6% |
apache_post_operative
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 91659 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 73215 | |
| 1 | 18444 | 20.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 73215 | |
| 1 | 18444 | 20.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 73215 | |
| 1 | 18444 | 20.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 73215 | |
| 1 | 18444 | 20.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91659 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 73215 | |
| 1 | 18444 | 20.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91659 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 73215 | |
| 1 | 18444 | 20.1% |
elective_surgery
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 91659 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 74808 | |
| 1 | 16851 | 18.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 74808 | |
| 1 | 16851 | 18.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 74808 | |
| 1 | 16851 | 18.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 74808 | |
| 1 | 16851 | 18.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91659 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 74808 | |
| 1 | 16851 | 18.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91659 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 74808 | |
| 1 | 16851 | 18.4% |
aids
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 78 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 91581 | |
| 1.0 | 78 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 91581 | |
| 1.0 | 78 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 183240 | |
| . | 91659 | |
| 1 | 78 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 183240 | |
| 1 | 78 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 183240 | |
| . | 91659 | |
| 1 | 78 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 183240 | |
| . | 91659 | |
| 1 | 78 | < 0.1% |
cirrhosis
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1428 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 90231 | |
| 1.0 | 1428 | 1.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 90231 | |
| 1.0 | 1428 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 181890 | |
| . | 91659 | |
| 1 | 1428 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 181890 | |
| 1 | 1428 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 181890 | |
| . | 91659 | |
| 1 | 1428 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 181890 | |
| . | 91659 | |
| 1 | 1428 | 0.5% |
diabetes_mellitus
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 71167 | |
| 1.0 | 20492 | 22.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 71167 | |
| 1.0 | 20492 | 22.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 162826 | |
| . | 91659 | |
| 1 | 20492 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 162826 | |
| 1 | 20492 | 11.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 162826 | |
| . | 91659 | |
| 1 | 20492 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 162826 | |
| . | 91659 | |
| 1 | 20492 | 7.5% |
hepatic_failure
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1182 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 90477 | |
| 1.0 | 1182 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 90477 | |
| 1.0 | 1182 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 182136 | |
| . | 91659 | |
| 1 | 1182 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 182136 | |
| 1 | 1182 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 182136 | |
| . | 91659 | |
| 1 | 1182 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 182136 | |
| . | 91659 | |
| 1 | 1182 | 0.4% |
immunosuppression
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 2381 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 89278 | |
| 1.0 | 2381 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 89278 | |
| 1.0 | 2381 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 180937 | |
| . | 91659 | |
| 1 | 2381 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 180937 | |
| 1 | 2381 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 180937 | |
| . | 91659 | |
| 1 | 2381 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 180937 | |
| . | 91659 | |
| 1 | 2381 | 0.9% |
leukemia
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 643 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 91016 | |
| 1.0 | 643 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 91016 | |
| 1.0 | 643 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 182675 | |
| . | 91659 | |
| 1 | 643 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 182675 | |
| 1 | 643 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 182675 | |
| . | 91659 | |
| 1 | 643 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 182675 | |
| . | 91659 | |
| 1 | 643 | 0.2% |
lymphoma
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 376 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 91283 | |
| 1.0 | 376 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 91283 | |
| 1.0 | 376 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 182942 | |
| . | 91659 | |
| 1 | 376 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 182942 | |
| 1 | 376 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 182942 | |
| . | 91659 | |
| 1 | 376 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 182942 | |
| . | 91659 | |
| 1 | 376 | 0.1% |
solid_tumor_with_metastasis
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1878 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 89781 | |
| 1.0 | 1878 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 89781 | |
| 1.0 | 1878 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 181440 | |
| . | 91659 | |
| 1 | 1878 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 181440 | |
| 1 | 1878 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 181440 | |
| . | 91659 | |
| 1 | 1878 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 181440 | |
| . | 91659 | |
| 1 | 1878 | 0.7% |
intubated_apache
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 77898 | |
| 1.0 | 13761 | 15.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 77898 | |
| 1.0 | 13761 | 15.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 169557 | |
| . | 91659 | |
| 1 | 13761 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 169557 | |
| 1 | 13761 | 7.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 169557 | |
| . | 91659 | |
| 1 | 13761 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 169557 | |
| . | 91659 | |
| 1 | 13761 | 5.0% |
ventilated_apache
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 62019 | |
| 1.0 | 29640 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 62019 | |
| 1.0 | 29640 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 153678 | |
| . | 91659 | |
| 1 | 29640 | 10.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 153678 | |
| 1 | 29640 | 16.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 153678 | |
| . | 91659 | |
| 1 | 29640 | 10.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 153678 | |
| . | 91659 | |
| 1 | 29640 | 10.8% |
bun_apache
Real number (ℝ)
| Distinct | 19675 |
|---|---|
| Distinct (%) | 21.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.748069 |
| Minimum | 4 |
|---|---|
| Maximum | 127 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 14 |
| median | 22 |
| Q3 | 29.479939 |
| 95-th percentile | 63 |
| Maximum | 127 |
| Range | 123 |
| Interquartile range (IQR) | 15.479939 |
Descriptive statistics
| Standard deviation | 18.500936 |
|---|---|
| Coefficient of variation (CV) | 0.71853686 |
| Kurtosis | 7.4293565 |
| Mean | 25.748069 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.3663893 |
| Sum | 2360042.2 |
| Variance | 342.28464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 3186 | 3.5% |
| 14 | 3173 | 3.5% |
| 12 | 3131 | 3.4% |
| 15 | 3092 | 3.4% |
| 11 | 3023 | 3.3% |
| 16 | 2853 | 3.1% |
| 10 | 2797 | 3.1% |
| 17 | 2602 | 2.8% |
| 18 | 2435 | 2.7% |
| 9 | 2354 | 2.6% |
| Other values (19665) | 63013 |
| Value | Count | Frequency (%) |
| 4 | 776 | |
| 4.3 | 2 | < 0.1% |
| 4.4 | 1 | < 0.1% |
| 4.6 | 2 | < 0.1% |
| 4.7 | 1 | < 0.1% |
| 4.8 | 1 | < 0.1% |
| 5 | 744 | |
| 5.1 | 1 | < 0.1% |
| 5.3 | 3 | < 0.1% |
| 5.4 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 127 | 355 | |
| 126 | 18 | < 0.1% |
| 125 | 13 | < 0.1% |
| 124 | 15 | < 0.1% |
| 123 | 21 | < 0.1% |
| 122.2 | 1 | < 0.1% |
| 122 | 13 | < 0.1% |
| 121 | 27 | < 0.1% |
| 120 | 17 | < 0.1% |
| 119 | 19 | < 0.1% |
creatinine_apache
Real number (ℝ)
| Distinct | 19917 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4800012 |
| Minimum | 0.079365237 |
|---|---|
| Maximum | 11.18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0.079365237 |
|---|---|
| 5-th percentile | 0.51 |
| Q1 | 0.79 |
| median | 1.1799503 |
| Q3 | 1.5652657 |
| 95-th percentile | 3.81 |
| Maximum | 11.18 |
| Range | 11.100635 |
| Interquartile range (IQR) | 0.7752657 |
Descriptive statistics
| Standard deviation | 1.3658352 |
|---|---|
| Coefficient of variation (CV) | 0.92286082 |
| Kurtosis | 19.457096 |
| Mean | 1.4800012 |
| Median Absolute Deviation (MAD) | 0.38995032 |
| Skewness | 3.9371285 |
| Sum | 135655.43 |
| Variance | 1.8655057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 2568 | 2.8% |
| 0.7 | 2552 | 2.8% |
| 0.9 | 2058 | 2.2% |
| 0.6 | 1906 | 2.1% |
| 1.1 | 1329 | 1.4% |
| 1 | 1328 | 1.4% |
| 1.2 | 1165 | 1.3% |
| 0.5 | 1121 | 1.2% |
| 1.3 | 961 | 1.0% |
| 1.4 | 796 | 0.9% |
| Other values (19907) | 75875 |
| Value | Count | Frequency (%) |
| 0.07936523664 | 1 | < 0.1% |
| 0.1857121653 | 1 | < 0.1% |
| 0.2653857675 | 1 | < 0.1% |
| 0.2911592128 | 1 | < 0.1% |
| 0.3 | 361 | |
| 0.3021057416 | 1 | < 0.1% |
| 0.3079817649 | 1 | < 0.1% |
| 0.3094222677 | 1 | < 0.1% |
| 0.31 | 40 | < 0.1% |
| 0.316 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.18 | 349 | |
| 11.17 | 2 | < 0.1% |
| 11.11 | 1 | < 0.1% |
| 11.1 | 4 | < 0.1% |
| 11.08 | 1 | < 0.1% |
| 11.07 | 1 | < 0.1% |
| 11.05 | 1 | < 0.1% |
| 11.03 | 1 | < 0.1% |
| 11 | 7 | < 0.1% |
| 10.97 | 1 | < 0.1% |
gcs_eyes_apache
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 4.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 2.0 | 4783 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 4.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 62998 | |
| 3.0 | 15604 | 17.0% |
| 1.0 | 8274 | 9.0% |
| 2.0 | 4783 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4.0 | 62998 | |
| 3.0 | 15604 | 17.0% |
| 1.0 | 8274 | 9.0% |
| 2.0 | 4783 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 91659 | |
| 0 | 91659 | |
| 4 | 62998 | |
| 3 | 15604 | 5.7% |
| 1 | 8274 | 3.0% |
| 2 | 4783 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 91659 | |
| 4 | 62998 | |
| 3 | 15604 | 8.5% |
| 1 | 8274 | 4.5% |
| 2 | 4783 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 91659 | |
| 0 | 91659 | |
| 4 | 62998 | |
| 3 | 15604 | 5.7% |
| 1 | 8274 | 3.0% |
| 2 | 4783 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 91659 | |
| 0 | 91659 | |
| 4 | 62998 | |
| 3 | 15604 | 5.7% |
| 1 | 8274 | 3.0% |
| 2 | 4783 | 1.7% |
gcs_motor_apache
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4599876 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.2788468 |
|---|---|
| Coefficient of variation (CV) | 0.23422156 |
| Kurtosis | 6.3211196 |
| Mean | 5.4599876 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.6963216 |
| Sum | 500457 |
| Variance | 1.6354492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 71000 | |
| 5 | 9612 | 10.5% |
| 1 | 5543 | 6.0% |
| 4 | 4651 | 5.1% |
| 3 | 544 | 0.6% |
| 2 | 309 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 5543 | 6.0% |
| 2 | 309 | 0.3% |
| 3 | 544 | 0.6% |
| 4 | 4651 | 5.1% |
| 5 | 9612 | 10.5% |
| 6 | 71000 |
| Value | Count | Frequency (%) |
| 6 | 71000 | |
| 5 | 9612 | 10.5% |
| 4 | 4651 | 5.1% |
| 3 | 544 | 0.6% |
| 2 | 309 | 0.3% |
| 1 | 5543 | 6.0% |
gcs_verbal_apache
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 5.0 | |
|---|---|
| 1.0 | |
| 4.0 | |
| 3.0 | 4380 |
| 2.0 | 1996 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 274977 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 5.0 |
| 4th row | 5.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 5.0 | 56911 | |
| 1.0 | 16741 | 18.3% |
| 4.0 | 11631 | 12.7% |
| 3.0 | 4380 | 4.8% |
| 2.0 | 1996 | 2.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5.0 | 56911 | |
| 1.0 | 16741 | 18.3% |
| 4.0 | 11631 | 12.7% |
| 3.0 | 4380 | 4.8% |
| 2.0 | 1996 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 91659 | |
| 0 | 91659 | |
| 5 | 56911 | |
| 1 | 16741 | 6.1% |
| 4 | 11631 | 4.2% |
| 3 | 4380 | 1.6% |
| 2 | 1996 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 183318 | |
| Other Punctuation | 91659 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 91659 | |
| 5 | 56911 | |
| 1 | 16741 | 9.1% |
| 4 | 11631 | 6.3% |
| 3 | 4380 | 2.4% |
| 2 | 1996 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 91659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 274977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 91659 | |
| 0 | 91659 | |
| 5 | 56911 | |
| 1 | 16741 | 6.1% |
| 4 | 11631 | 4.2% |
| 3 | 4380 | 1.6% |
| 2 | 1996 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 274977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 91659 | |
| 0 | 91659 | |
| 5 | 56911 | |
| 1 | 16741 | 6.1% |
| 4 | 11631 | 4.2% |
| 3 | 4380 | 1.6% |
| 2 | 1996 | 0.7% |
glucose_apache
Real number (ℝ)
| Distinct | 11538 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 159.80854 |
| Minimum | 39 |
|---|---|
| Maximum | 598.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 75 |
| Q1 | 100 |
| median | 144.27727 |
| Q3 | 187 |
| 95-th percentile | 328 |
| Maximum | 598.7 |
| Range | 559.7 |
| Interquartile range (IQR) | 87 |
Descriptive statistics
| Standard deviation | 85.351729 |
|---|---|
| Coefficient of variation (CV) | 0.53408741 |
| Kurtosis | 5.4207852 |
| Mean | 159.80854 |
| Median Absolute Deviation (MAD) | 44.277269 |
| Skewness | 1.9697907 |
| Sum | 14647891 |
| Variance | 7284.9177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 96 | 973 | 1.1% |
| 92 | 955 | 1.0% |
| 97 | 930 | 1.0% |
| 98 | 917 | 1.0% |
| 93 | 916 | 1.0% |
| 91 | 916 | 1.0% |
| 95 | 906 | 1.0% |
| 99 | 901 | 1.0% |
| 94 | 899 | 1.0% |
| 102 | 861 | 0.9% |
| Other values (11528) | 82485 |
| Value | Count | Frequency (%) |
| 39 | 409 | |
| 40 | 31 | < 0.1% |
| 41 | 42 | < 0.1% |
| 42 | 48 | 0.1% |
| 43 | 33 | < 0.1% |
| 44 | 22 | < 0.1% |
| 45 | 32 | < 0.1% |
| 46 | 44 | < 0.1% |
| 47 | 51 | 0.1% |
| 48 | 50 | 0.1% |
| Value | Count | Frequency (%) |
| 598.7 | 408 | |
| 598 | 7 | < 0.1% |
| 597 | 3 | < 0.1% |
| 596 | 2 | < 0.1% |
| 595 | 3 | < 0.1% |
| 594 | 4 | < 0.1% |
| 593 | 2 | < 0.1% |
| 592 | 3 | < 0.1% |
| 591 | 4 | < 0.1% |
| 590 | 2 | < 0.1% |
heart_rate_apache
Real number (ℝ)
| Distinct | 964 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.705769 |
| Minimum | 30 |
|---|---|
| Maximum | 178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 87 |
| median | 104 |
| Q3 | 120 |
| 95-th percentile | 146 |
| Maximum | 178 |
| Range | 148 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 30.732672 |
|---|---|
| Coefficient of variation (CV) | 0.30823363 |
| Kurtosis | -0.42576079 |
| Mean | 99.705769 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.26825823 |
| Sum | 9138931.1 |
| Variance | 944.4971 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 1860 | 2.0% |
| 108 | 1806 | 2.0% |
| 102 | 1794 | 2.0% |
| 104 | 1724 | 1.9% |
| 98 | 1716 | 1.9% |
| 106 | 1689 | 1.8% |
| 110 | 1638 | 1.8% |
| 96 | 1634 | 1.8% |
| 60 | 1624 | 1.8% |
| 112 | 1609 | 1.8% |
| Other values (954) | 74565 |
| Value | Count | Frequency (%) |
| 30 | 561 | |
| 31 | 73 | 0.1% |
| 32 | 105 | 0.1% |
| 33 | 79 | 0.1% |
| 34 | 111 | 0.1% |
| 35 | 108 | 0.1% |
| 36 | 127 | 0.1% |
| 37 | 130 | 0.1% |
| 38 | 171 | 0.2% |
| 39 | 175 | 0.2% |
| Value | Count | Frequency (%) |
| 178 | 462 | |
| 177 | 33 | < 0.1% |
| 176 | 37 | < 0.1% |
| 175 | 46 | 0.1% |
| 174 | 57 | 0.1% |
| 173 | 38 | < 0.1% |
| 172 | 56 | 0.1% |
| 171 | 35 | < 0.1% |
| 170 | 70 | 0.1% |
| 169 | 64 | 0.1% |
hematocrit_apache
Real number (ℝ)
| Distinct | 20168 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.042069 |
| Minimum | 16.2 |
|---|---|
| Maximum | 51.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 16.2 |
|---|---|
| 5-th percentile | 22.3 |
| Q1 | 29.5 |
| median | 33.214529 |
| Q3 | 36.6 |
| 95-th percentile | 43.1 |
| Maximum | 51.4 |
| Range | 35.2 |
| Interquartile range (IQR) | 7.1 |
Descriptive statistics
| Standard deviation | 6.1325845 |
|---|---|
| Coefficient of variation (CV) | 0.18559929 |
| Kurtosis | 0.27194783 |
| Mean | 33.042069 |
| Median Absolute Deviation (MAD) | 3.5854711 |
| Skewness | -0.028107903 |
| Sum | 3028603 |
| Variance | 37.608592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 544 | 0.6% |
| 36 | 538 | 0.6% |
| 35 | 523 | 0.6% |
| 33 | 504 | 0.5% |
| 31 | 494 | 0.5% |
| 29 | 477 | 0.5% |
| 32 | 477 | 0.5% |
| 37 | 460 | 0.5% |
| 30 | 458 | 0.5% |
| 38 | 445 | 0.5% |
| Other values (20158) | 86739 |
| Value | Count | Frequency (%) |
| 16.2 | 380 | |
| 16.3 | 18 | < 0.1% |
| 16.4 | 20 | < 0.1% |
| 16.5 | 21 | < 0.1% |
| 16.6 | 8 | < 0.1% |
| 16.7 | 15 | < 0.1% |
| 16.8 | 22 | < 0.1% |
| 16.9 | 21 | < 0.1% |
| 17 | 35 | < 0.1% |
| 17.1 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.4 | 368 | |
| 51.3 | 17 | < 0.1% |
| 51.2 | 11 | < 0.1% |
| 51.1 | 11 | < 0.1% |
| 51 | 16 | < 0.1% |
| 50.9 | 13 | < 0.1% |
| 50.8 | 13 | < 0.1% |
| 50.7 | 11 | < 0.1% |
| 50.6 | 15 | < 0.1% |
| 50.5 | 13 | < 0.1% |
map_apache
Real number (ℝ)
| Distinct | 1092 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.016055 |
| Minimum | 40 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 54 |
| median | 67 |
| Q3 | 124 |
| 95-th percentile | 164 |
| Maximum | 200 |
| Range | 160 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 41.818392 |
|---|---|
| Coefficient of variation (CV) | 0.47512232 |
| Kurtosis | -0.77132126 |
| Mean | 88.016055 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.70181204 |
| Sum | 8067463.6 |
| Variance | 1748.7779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 2122 | 2.3% |
| 54 | 2029 | 2.2% |
| 60 | 1971 | 2.2% |
| 58 | 1955 | 2.1% |
| 53 | 1893 | 2.1% |
| 55 | 1882 | 2.1% |
| 52 | 1877 | 2.0% |
| 40 | 1874 | 2.0% |
| 57 | 1844 | 2.0% |
| 51 | 1814 | 2.0% |
| Other values (1082) | 72398 |
| Value | Count | Frequency (%) |
| 40 | 1874 | |
| 41 | 1450 | |
| 42 | 1383 | |
| 43 | 1358 | |
| 44 | 1360 | |
| 45 | 1333 | |
| 46 | 1435 | |
| 47 | 1507 | |
| 48 | 1654 | |
| 49 | 1579 |
| Value | Count | Frequency (%) |
| 200 | 141 | |
| 199 | 128 | |
| 198 | 100 | |
| 197 | 113 | |
| 196 | 121 | |
| 195 | 121 | |
| 194 | 109 | |
| 193 | 90 | |
| 192 | 109 | |
| 191 | 95 |
resprate_apache
Real number (ℝ)
| Distinct | 1245 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.808423 |
| Minimum | 4 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 11 |
| median | 28 |
| Q3 | 36 |
| 95-th percentile | 53 |
| Maximum | 60 |
| Range | 56 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 15.010394 |
|---|---|
| Coefficient of variation (CV) | 0.58160832 |
| Kurtosis | -0.90134954 |
| Mean | 25.808423 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.26058631 |
| Sum | 2365574.3 |
| Variance | 225.31192 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 4303 | 4.7% |
| 12 | 4221 | 4.6% |
| 11 | 3911 | 4.3% |
| 4 | 3528 | 3.8% |
| 9 | 3432 | 3.7% |
| 30 | 3145 | 3.4% |
| 28 | 3074 | 3.4% |
| 8 | 2927 | 3.2% |
| 29 | 2887 | 3.1% |
| 31 | 2725 | 3.0% |
| Other values (1235) | 57506 |
| Value | Count | Frequency (%) |
| 4 | 3528 | |
| 5 | 2076 | |
| 5.9 | 1 | < 0.1% |
| 6 | 2091 | |
| 7 | 2415 | |
| 7.1 | 2 | < 0.1% |
| 7.2 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 8 | 2927 | |
| 8.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60 | 937 | |
| 59 | 666 | |
| 58 | 516 | |
| 57 | 509 | |
| 56 | 494 | |
| 55 | 511 | |
| 54 | 512 | |
| 53 | 524 | |
| 52 | 569 | |
| 51 | 554 |
sodium_apache
Real number (ℝ)
| Distinct | 18656 |
|---|---|
| Distinct (%) | 20.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.93389 |
| Minimum | 117 |
|---|---|
| Maximum | 158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 117 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 136 |
| median | 138 |
| Q3 | 140 |
| 95-th percentile | 145 |
| Maximum | 158 |
| Range | 41 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.7269919 |
|---|---|
| Coefficient of variation (CV) | 0.034269983 |
| Kurtosis | 4.3328398 |
| Mean | 137.93389 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.30454821 |
| Sum | 12642882 |
| Variance | 22.344453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 139 | 7543 | 8.2% |
| 138 | 7461 | 8.1% |
| 140 | 6948 | 7.6% |
| 137 | 6741 | 7.4% |
| 136 | 5766 | 6.3% |
| 141 | 5636 | 6.1% |
| 135 | 4481 | 4.9% |
| 142 | 4349 | 4.7% |
| 134 | 3660 | 4.0% |
| 143 | 2858 | 3.1% |
| Other values (18646) | 36216 |
| Value | Count | Frequency (%) |
| 117 | 470 | |
| 118 | 62 | 0.1% |
| 119 | 87 | 0.1% |
| 120 | 83 | 0.1% |
| 120.4 | 1 | < 0.1% |
| 121 | 119 | 0.1% |
| 122 | 150 | 0.2% |
| 122.4 | 1 | < 0.1% |
| 123 | 162 | 0.2% |
| 123.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 158 | 314 | |
| 157 | 58 | 0.1% |
| 156 | 62 | 0.1% |
| 155 | 104 | 0.1% |
| 154 | 95 | 0.1% |
| 153 | 141 | |
| 152 | 190 | |
| 151.1 | 1 | < 0.1% |
| 151 | 209 | |
| 150 | 334 |
temp_apache
Real number (ℝ)
| Distinct | 4236 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.414908 |
| Minimum | 32.1 |
|---|---|
| Maximum | 39.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 32.1 |
|---|---|
| 5-th percentile | 35.3 |
| Q1 | 36.2 |
| median | 36.5 |
| Q3 | 36.7 |
| 95-th percentile | 37.3 |
| Maximum | 39.7 |
| Range | 7.6 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.81589022 |
|---|---|
| Coefficient of variation (CV) | 0.02240539 |
| Kurtosis | 9.4780535 |
| Mean | 36.414908 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | -0.9870833 |
| Sum | 3337754.1 |
| Variance | 0.66567685 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.4 | 9347 | 10.2% |
| 36.6 | 8572 | 9.4% |
| 36.7 | 8076 | 8.8% |
| 36.3 | 6667 | 7.3% |
| 36.5 | 6193 | 6.8% |
| 36.8 | 5778 | 6.3% |
| 36.2 | 4802 | 5.2% |
| 36.1 | 4594 | 5.0% |
| 36.9 | 3698 | 4.0% |
| 36 | 2807 | 3.1% |
| Other values (4226) | 31125 |
| Value | Count | Frequency (%) |
| 32.1 | 516 | |
| 32.16 | 1 | < 0.1% |
| 32.2 | 62 | 0.1% |
| 32.22 | 1 | < 0.1% |
| 32.27 | 1 | < 0.1% |
| 32.3 | 53 | 0.1% |
| 32.33 | 1 | < 0.1% |
| 32.4 | 49 | 0.1% |
| 32.5 | 56 | 0.1% |
| 32.6 | 70 | 0.1% |
| Value | Count | Frequency (%) |
| 39.7 | 370 | |
| 39.66 | 4 | < 0.1% |
| 39.61 | 5 | < 0.1% |
| 39.6 | 95 | 0.1% |
| 39.55 | 9 | < 0.1% |
| 39.5 | 132 | 0.1% |
| 39.44 | 9 | < 0.1% |
| 39.4 | 211 | |
| 39.39 | 1 | < 0.1% |
| 39.38 | 9 | < 0.1% |
wbc_apache
Real number (ℝ)
| Distinct | 25024 |
|---|---|
| Distinct (%) | 27.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.073749 |
| Minimum | 0.9 |
|---|---|
| Maximum | 45.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0.9 |
|---|---|
| 5-th percentile | 4.8 |
| Q1 | 8.34 |
| median | 11.2 |
| Q3 | 14.060112 |
| 95-th percentile | 23.4 |
| Maximum | 45.8 |
| Range | 44.9 |
| Interquartile range (IQR) | 5.720112 |
Descriptive statistics
| Standard deviation | 6.0866763 |
|---|---|
| Coefficient of variation (CV) | 0.5041248 |
| Kurtosis | 6.2412141 |
| Mean | 12.073749 |
| Median Absolute Deviation (MAD) | 2.86 |
| Skewness | 1.9044326 |
| Sum | 1106667.7 |
| Variance | 37.047628 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.4 | 546 | 0.6% |
| 8 | 540 | 0.6% |
| 8.4 | 537 | 0.6% |
| 7.6 | 533 | 0.6% |
| 8.8 | 527 | 0.6% |
| 7.8 | 525 | 0.6% |
| 8.2 | 523 | 0.6% |
| 7.9 | 520 | 0.6% |
| 7 | 511 | 0.6% |
| 9 | 511 | 0.6% |
| Other values (25014) | 86386 |
| Value | Count | Frequency (%) |
| 0.9 | 341 | |
| 0.92 | 1 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| 0.94 | 1 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 0.97 | 2 | < 0.1% |
| 1 | 38 | < 0.1% |
| 1.03 | 1 | < 0.1% |
| 1.05 | 3 | < 0.1% |
| 1.06 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.8 | 347 | |
| 45.7 | 2 | < 0.1% |
| 45.68 | 2 | < 0.1% |
| 45.6 | 1 | < 0.1% |
| 45.5 | 2 | < 0.1% |
| 45.49 | 1 | < 0.1% |
| 45.4 | 4 | < 0.1% |
| 45.35 | 1 | < 0.1% |
| 45.3 | 3 | < 0.1% |
| 45.2 | 1 | < 0.1% |
bmi
Real number (ℝ)
| Distinct | 38273 |
|---|---|
| Distinct (%) | 41.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.190047 |
| Minimum | 14.844926 |
|---|---|
| Maximum | 67.81499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 14.844926 |
|---|---|
| 5-th percentile | 18.934657 |
| Q1 | 23.784833 |
| median | 27.903396 |
| Q3 | 32.690378 |
| 95-th percentile | 44.256442 |
| Maximum | 67.81499 |
| Range | 52.970064 |
| Interquartile range (IQR) | 8.9055446 |
Descriptive statistics
| Standard deviation | 8.1239492 |
|---|---|
| Coefficient of variation (CV) | 0.2783123 |
| Kurtosis | 3.6337389 |
| Mean | 29.190047 |
| Median Absolute Deviation (MAD) | 4.3686555 |
| Skewness | 1.4631468 |
| Sum | 2675530.5 |
| Variance | 65.998551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.84492591 | 440 | 0.5% |
| 67.81498973 | 420 | 0.5% |
| 24.01776785 | 87 | 0.1% |
| 24.20811 | 86 | 0.1% |
| 27.35933163 | 82 | 0.1% |
| 22.60610272 | 79 | 0.1% |
| 23.29590458 | 79 | 0.1% |
| 24.8046875 | 78 | 0.1% |
| 25.81229652 | 77 | 0.1% |
| 29.049732 | 76 | 0.1% |
| Other values (38263) | 90155 |
| Value | Count | Frequency (%) |
| 14.84492591 | 440 | |
| 14.84526746 | 1 | < 0.1% |
| 14.86419531 | 1 | < 0.1% |
| 14.86453979 | 2 | < 0.1% |
| 14.86695021 | 1 | < 0.1% |
| 14.86737667 | 1 | < 0.1% |
| 14.87603306 | 1 | < 0.1% |
| 14.8780004 | 1 | < 0.1% |
| 14.87871348 | 1 | < 0.1% |
| 14.88002976 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 67.81498973 | 420 | |
| 67.81263563 | 1 | < 0.1% |
| 67.7978059 | 1 | < 0.1% |
| 67.78345128 | 1 | < 0.1% |
| 67.77927558 | 1 | < 0.1% |
| 67.74710784 | 1 | < 0.1% |
| 67.72486772 | 1 | < 0.1% |
| 67.71626298 | 1 | < 0.1% |
| 67.71150768 | 1 | < 0.1% |
| 67.5078125 | 1 | < 0.1% |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| hospital_death | apache_post_operative | elective_surgery | aids | cirrhosis | diabetes_mellitus | hepatic_failure | immunosuppression | leukemia | lymphoma | solid_tumor_with_metastasis | intubated_apache | ventilated_apache | bun_apache | creatinine_apache | gcs_eyes_apache | gcs_motor_apache | gcs_verbal_apache | glucose_apache | heart_rate_apache | hematocrit_apache | map_apache | resprate_apache | sodium_apache | temp_apache | wbc_apache | bmi | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 31.000000 | 2.510000 | 3.0 | 6.0 | 4.0 | 168.000000 | 118.0 | 27.400000 | 40.0 | 36.0 | 134.000000 | 39.3 | 14.100000 | 22.730000 |
| 1 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 9.000000 | 0.560000 | 1.0 | 3.0 | 1.0 | 145.000000 | 120.0 | 36.900000 | 46.0 | 33.0 | 145.000000 | 35.1 | 12.700000 | 27.420000 |
| 2 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 26.549901 | 1.540111 | 3.0 | 6.0 | 5.0 | 161.838925 | 102.0 | 33.183774 | 68.0 | 37.0 | 137.288818 | 36.7 | 12.080022 | 31.950000 |
| 3 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 29.906691 | 1.671505 | 4.0 | 6.0 | 5.0 | 185.000000 | 114.0 | 25.900000 | 60.0 | 4.0 | 137.604818 | 34.8 | 8.000000 | 22.640000 |
| 4 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 22.939165 | 1.392613 | 3.0 | 5.0 | 4.0 | 144.649805 | 60.0 | 34.372624 | 103.0 | 16.0 | 138.054379 | 36.7 | 10.234223 | 29.779233 |
| 5 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 13.000000 | 0.710000 | 4.0 | 6.0 | 5.0 | 156.000000 | 113.0 | 44.200000 | 130.0 | 35.0 | 137.000000 | 36.6 | 10.900000 | 27.560000 |
| 6 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 18.000000 | 0.780000 | 4.0 | 6.0 | 5.0 | 197.000000 | 133.0 | 33.500000 | 138.0 | 53.0 | 135.000000 | 35.0 | 5.900000 | 57.450000 |
| 7 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 48.000000 | 2.050000 | 4.0 | 6.0 | 5.0 | 164.000000 | 120.0 | 22.600000 | 60.0 | 28.0 | 140.000000 | 36.6 | 12.800000 | 27.882868 |
| 8 | 1 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 15.000000 | 1.160000 | 4.0 | 6.0 | 5.0 | 380.000000 | 82.0 | 37.900000 | 66.0 | 14.0 | 142.000000 | 36.9 | 24.700000 | 32.564259 |
| 9 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.000000 | 0.830000 | 4.0 | 6.0 | 5.0 | 134.000000 | 94.0 | 37.200000 | 58.0 | 46.0 | 139.000000 | 36.3 | 8.400000 | 25.710000 |
| hospital_death | apache_post_operative | elective_surgery | aids | cirrhosis | diabetes_mellitus | hepatic_failure | immunosuppression | leukemia | lymphoma | solid_tumor_with_metastasis | intubated_apache | ventilated_apache | bun_apache | creatinine_apache | gcs_eyes_apache | gcs_motor_apache | gcs_verbal_apache | glucose_apache | heart_rate_apache | hematocrit_apache | map_apache | resprate_apache | sodium_apache | temp_apache | wbc_apache | bmi | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 91703 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 24.000000 | 1.400000 | 3.0 | 6.0 | 5.0 | 198.000000 | 60.00000 | 36.000000 | 133.000000 | 34.000000 | 136.000000 | 36.90000 | 15.530000 | 45.935203 |
| 91704 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 50.000000 | 7.100000 | 4.0 | 6.0 | 4.0 | 251.000000 | 106.00000 | 35.000000 | 94.000000 | 14.000000 | 140.000000 | 36.80000 | 8.560000 | 32.992923 |
| 91705 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 15.000000 | 0.800000 | 4.0 | 6.0 | 5.0 | 240.000000 | 88.00000 | 33.506859 | 54.000000 | 13.000000 | 134.000000 | 36.40000 | 11.912697 | 28.876843 |
| 91706 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 15.000000 | 0.700000 | 4.0 | 6.0 | 5.0 | 91.000000 | 55.00000 | 41.000000 | 62.000000 | 12.000000 | 139.000000 | 36.60000 | 7.140000 | 19.770448 |
| 91707 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 26.354639 | 1.543024 | 3.0 | 5.0 | 4.0 | 165.290275 | 99.32712 | 33.444718 | 89.412137 | 25.824444 | 137.869237 | 36.43373 | 12.197320 | 33.933518 |
| 91708 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 30.451676 | 1.493422 | 4.0 | 6.0 | 5.0 | 381.000000 | 115.00000 | 31.641095 | 48.000000 | 9.000000 | 136.251252 | 36.60000 | 14.220166 | 23.060250 |
| 91709 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 34.000000 | 2.300000 | 4.0 | 6.0 | 5.0 | 177.000000 | 100.00000 | 33.000000 | 62.000000 | 33.000000 | 136.000000 | 37.40000 | 4.220000 | 47.179671 |
| 91710 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 33.000000 | 2.300000 | 3.0 | 6.0 | 4.0 | 538.000000 | 158.00000 | 36.000000 | 57.000000 | 4.000000 | 135.000000 | 35.80000 | 17.550000 | 27.236914 |
| 91711 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 25.035906 | 1.371066 | 4.0 | 5.0 | 4.0 | 140.047979 | 60.00000 | 32.446897 | 54.000000 | 14.000000 | 138.288204 | 36.30000 | 10.675263 | 23.297481 |
| 91712 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 27.000000 | 1.500000 | 4.0 | 6.0 | 1.0 | 158.000000 | 101.00000 | 36.000000 | 56.000000 | 4.000000 | 132.000000 | 36.00000 | 24.400000 | 22.031250 |